Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 52 |
| Missing cells | 722 |
| Missing cells (%) | 60.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 186.5 B |
Variable types
| Numeric | 14 |
|---|---|
| Unsupported | 9 |
Year is highly overall correlated with Oil and 7 other fields | High correlation |
Oil is highly overall correlated with Year and 6 other fields | High correlation |
Natural gas is highly overall correlated with Kerosene/jet fuel and 1 other fields | High correlation |
Other Primary_x000d_ is highly overall correlated with Year and 8 other fields | High correlation |
Total Primaries is highly overall correlated with Year and 7 other fields | High correlation |
LPG is highly overall correlated with Kerosene/jet fuel and 2 other fields | High correlation |
Gasoline/alcohol is highly overall correlated with Year and 6 other fields | High correlation |
Kerosene/jet fuel is highly overall correlated with Oil and 10 other fields | High correlation |
Diesel oil is highly overall correlated with Year and 11 other fields | High correlation |
Fuel oil is highly overall correlated with Year and 7 other fields | High correlation |
Other secondary is highly overall correlated with Year and 5 other fields | High correlation |
Non-energy is highly overall correlated with Kerosene/jet fuel | High correlation |
Total Secundaries is highly overall correlated with Year and 9 other fields | High correlation |
Total is highly overall correlated with Other Primary_x000d_ and 5 other fields | High correlation |
Oil has 40 (76.9%) missing values | Missing |
Natural gas has 34 (65.4%) missing values | Missing |
Coal has 52 (100.0%) missing values | Missing |
Hydroenergy has 52 (100.0%) missing values | Missing |
Nuclear has 52 (100.0%) missing values | Missing |
Firewood has 52 (100.0%) missing values | Missing |
Sugarcane and products has 52 (100.0%) missing values | Missing |
Other Primary_x000d_ has 22 (42.3%) missing values | Missing |
Total Primaries has 20 (38.5%) missing values | Missing |
Electricity has 52 (100.0%) missing values | Missing |
LPG has 2 (3.8%) missing values | Missing |
Gasoline/alcohol has 2 (3.8%) missing values | Missing |
Kerosene/jet fuel has 45 (86.5%) missing values | Missing |
Diesel oil has 12 (23.1%) missing values | Missing |
Fuel oil has 41 (78.8%) missing values | Missing |
Coke has 52 (100.0%) missing values | Missing |
Charcoal has 52 (100.0%) missing values | Missing |
Gases has 52 (100.0%) missing values | Missing |
Other secondary has 9 (17.3%) missing values | Missing |
Non-energy has 23 (44.2%) missing values | Missing |
Total Secundaries has 2 (3.8%) missing values | Missing |
Total has 2 (3.8%) missing values | Missing |
Year is uniformly distributed | Uniform |
Year has unique values | Unique |
Coal is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Hydroenergy is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Nuclear is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Firewood is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Sugarcane and products is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Electricity is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Coke is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Charcoal is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Gases is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-07-30 07:39:45.479710 |
|---|---|
| Analysis finished | 2023-07-30 07:40:33.098453 |
| Duration | 47.62 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Year
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.5 |
| Minimum | 1970 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972.55 |
| Q1 | 1982.75 |
| median | 1995.5 |
| Q3 | 2008.25 |
| 95-th percentile | 2018.45 |
| Maximum | 2021 |
| Range | 51 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 15.154757 |
|---|---|
| Coefficient of variation (CV) | 0.0075944662 |
| Kurtosis | -1.2 |
| Mean | 1995.5 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 103766 |
| Variance | 229.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1970 | 1 | 1.9% |
| 1971 | 1 | 1.9% |
| 1998 | 1 | 1.9% |
| 1999 | 1 | 1.9% |
| 2000 | 1 | 1.9% |
| 2001 | 1 | 1.9% |
| 2002 | 1 | 1.9% |
| 2003 | 1 | 1.9% |
| 2004 | 1 | 1.9% |
| 2005 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1971 | 1 | |
| 1972 | 1 | |
| 1973 | 1 | |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
Oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 12 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 40 |
| Missing (%) | 76.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -771.99333 |
| Minimum | -1897.57 |
|---|---|
| Maximum | -39.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 12 |
| Negative (%) | 23.1% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -1897.57 |
|---|---|
| 5-th percentile | -1791.013 |
| Q1 | -1376.045 |
| median | -407.745 |
| Q3 | -323.9025 |
| 95-th percentile | -110.474 |
| Maximum | -39.92 |
| Range | 1857.65 |
| Interquartile range (IQR) | 1052.1425 |
Descriptive statistics
| Standard deviation | 668.77616 |
|---|---|
| Coefficient of variation (CV) | -0.86629784 |
| Kurtosis | -1.2201133 |
| Mean | -771.99333 |
| Median Absolute Deviation (MAD) | 283.13 |
| Skewness | -0.74735749 |
| Sum | -9263.92 |
| Variance | 447261.55 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| -168.2 | 1 | 1.9% |
| -317.76 | 1 | 1.9% |
| -397.14 | 1 | 1.9% |
| -39.92 | 1 | 1.9% |
| -418.35 | 1 | 1.9% |
| -1897.57 | 1 | 1.9% |
| -325.95 | 1 | 1.9% |
| -332.98 | 1 | 1.9% |
| -1288.21 | 1 | 1.9% |
| -1703.83 | 1 | 1.9% |
| Other values (2) | 2 | 3.8% |
| (Missing) | 40 |
| Value | Count | Frequency (%) |
| -1897.57 | 1 | |
| -1703.83 | 1 | |
| -1639.55 | 1 | |
| -1288.21 | 1 | |
| -734.46 | 1 | |
| -418.35 | 1 | |
| -397.14 | 1 | |
| -332.98 | 1 | |
| -325.95 | 1 | |
| -317.76 | 1 |
| Value | Count | Frequency (%) |
| -39.92 | 1 | |
| -168.2 | 1 | |
| -317.76 | 1 | |
| -325.95 | 1 | |
| -332.98 | 1 | |
| -397.14 | 1 | |
| -418.35 | 1 | |
| -734.46 | 1 | |
| -1288.21 | 1 | |
| -1639.55 | 1 |
Natural gas
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 17 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 34 |
| Missing (%) | 65.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -601.96889 |
| Minimum | -2679.12 |
|---|---|
| Maximum | -49.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 18 |
| Negative (%) | 34.6% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -2679.12 |
|---|---|
| 5-th percentile | -2551.5095 |
| Q1 | -156.445 |
| median | -117.365 |
| Q3 | -97.725 |
| 95-th percentile | -52.2215 |
| Maximum | -49.51 |
| Range | 2629.61 |
| Interquartile range (IQR) | 58.72 |
Descriptive statistics
| Standard deviation | 975.63255 |
|---|---|
| Coefficient of variation (CV) | -1.6207358 |
| Kurtosis | 0.69146306 |
| Mean | -601.96889 |
| Median Absolute Deviation (MAD) | 28.335 |
| Skewness | -1.5734087 |
| Sum | -10835.44 |
| Variance | 951858.87 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| -105.39 | 2 | 3.8% |
| -49.51 | 1 | 1.9% |
| -1720.88 | 1 | 1.9% |
| -2450.07 | 1 | 1.9% |
| -2528.99 | 1 | 1.9% |
| -95.81 | 1 | 1.9% |
| -83.35 | 1 | 1.9% |
| -52.7 | 1 | 1.9% |
| -59.42 | 1 | 1.9% |
| -140.02 | 1 | 1.9% |
| Other values (7) | 7 | 13.5% |
| (Missing) | 34 |
| Value | Count | Frequency (%) |
| -2679.12 | 1 | |
| -2528.99 | 1 | |
| -2450.07 | 1 | |
| -1720.88 | 1 | |
| -161.92 | 1 | |
| -140.02 | 1 | |
| -134.13 | 1 | |
| -130.54 | 1 | |
| -128.38 | 1 | |
| -106.35 | 1 |
| Value | Count | Frequency (%) |
| -49.51 | 1 | |
| -52.7 | 1 | |
| -59.42 | 1 | |
| -83.35 | 1 | |
| -95.81 | 1 | |
| -103.47 | 1 | |
| -105.39 | 2 | |
| -106.35 | 1 | |
| -128.38 | 1 | |
| -130.54 | 1 |
Coal
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Hydroenergy
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Nuclear
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Firewood
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Sugarcane and products
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Other Primary_x000d_
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 22 |
| Missing (%) | 42.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -922.725 |
| Minimum | -5589.7 |
|---|---|
| Maximum | 164 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 16 |
| Negative (%) | 30.8% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -5589.7 |
|---|---|
| 5-th percentile | -4333.328 |
| Q1 | -1866.9825 |
| median | -96.415 |
| Q3 | 104.75 |
| 95-th percentile | 133.3 |
| Maximum | 164 |
| Range | 5753.7 |
| Interquartile range (IQR) | 1971.7325 |
Descriptive statistics
| Standard deviation | 1603.4082 |
|---|---|
| Coefficient of variation (CV) | -1.7376881 |
| Kurtosis | 2.5174206 |
| Mean | -922.725 |
| Median Absolute Deviation (MAD) | 220.915 |
| Skewness | -1.7461897 |
| Sum | -27681.75 |
| Variance | 2570917.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| -329.68 | 1 | 1.9% |
| -5318.81 | 1 | 1.9% |
| -156.5 | 1 | 1.9% |
| -193.11 | 1 | 1.9% |
| -167.46 | 1 | 1.9% |
| -133.94 | 1 | 1.9% |
| -3128.85 | 1 | 1.9% |
| -2688.52 | 1 | 1.9% |
| -2448.58 | 1 | 1.9% |
| -2337.24 | 1 | 1.9% |
| Other values (20) | 20 | |
| (Missing) | 22 |
| Value | Count | Frequency (%) |
| -5589.7 | 1 | |
| -5318.81 | 1 | |
| -3128.85 | 1 | |
| -2688.52 | 1 | |
| -2448.58 | 1 | |
| -2337.24 | 1 | |
| -2163.32 | 1 | |
| -2034.79 | 1 | |
| -1363.56 | 1 | |
| -1012.8 | 1 |
| Value | Count | Frequency (%) |
| 164 | 1 | |
| 136 | 1 | |
| 130 | 1 | |
| 129 | 1 | |
| 120 | 1 | |
| 107 | 1 | |
| 106 | 1 | |
| 105 | 1 | |
| 104 | 1 | |
| 100 | 1 |
Total Primaries
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 31 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 20 |
| Missing (%) | 38.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1493.1603 |
| Minimum | -6958.37 |
|---|---|
| Maximum | 4.19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23 |
| Negative (%) | 44.2% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -6958.37 |
|---|---|
| 5-th percentile | -5610.403 |
| Q1 | -2788.405 |
| median | -242.98 |
| Q3 | 0.3575 |
| 95-th percentile | 1.9645 |
| Maximum | 4.19 |
| Range | 6962.56 |
| Interquartile range (IQR) | 2788.7625 |
Descriptive statistics
| Standard deviation | 2016.8868 |
|---|---|
| Coefficient of variation (CV) | -1.3507503 |
| Kurtosis | 0.91653169 |
| Mean | -1493.1603 |
| Median Absolute Deviation (MAD) | 244.955 |
| Skewness | -1.3095375 |
| Sum | -47781.13 |
| Variance | 4067832.4 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.65 | 2 | 3.8% |
| -329.68 | 1 | 1.9% |
| -6958.37 | 1 | 1.9% |
| -4539.46 | 1 | 1.9% |
| -3202.21 | 1 | 1.9% |
| -2950.51 | 1 | 1.9% |
| -2988.88 | 1 | 1.9% |
| -5026.42 | 1 | 1.9% |
| -3106.87 | 1 | 1.9% |
| -2488.5 | 1 | 1.9% |
| Other values (21) | 21 | |
| (Missing) | 20 |
| Value | Count | Frequency (%) |
| -6958.37 | 1 | |
| -6324.16 | 1 | |
| -5026.42 | 1 | |
| -4539.46 | 1 | |
| -3202.21 | 1 | |
| -3106.87 | 1 | |
| -2988.88 | 1 | |
| -2950.51 | 1 | |
| -2734.37 | 1 | |
| -2488.5 | 1 |
| Value | Count | Frequency (%) |
| 4.19 | 1 | |
| 2.08 | 1 | |
| 1.87 | 1 | |
| 1.62 | 1 | |
| 0.65 | 2 | |
| 0.61 | 1 | |
| 0.53 | 1 | |
| 0.3 | 1 | |
| -0.39 | 1 | |
| -1.42 | 1 |
Electricity
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
LPG
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.6894 |
| Minimum | 12.9 |
|---|---|
| Maximum | 396.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 12.9 |
|---|---|
| 5-th percentile | 55.87 |
| Q1 | 108.12 |
| median | 160.7 |
| Q3 | 222.99 |
| 95-th percentile | 326.6885 |
| Maximum | 396.8 |
| Range | 383.9 |
| Interquartile range (IQR) | 114.87 |
Descriptive statistics
| Standard deviation | 87.204111 |
|---|---|
| Coefficient of variation (CV) | 0.4991952 |
| Kurtosis | 0.020937514 |
| Mean | 174.6894 |
| Median Absolute Deviation (MAD) | 53.915 |
| Skewness | 0.67051091 |
| Sum | 8734.47 |
| Variance | 7604.5569 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 246.78 | 1 | 1.9% |
| 143.25 | 1 | 1.9% |
| 116.67 | 1 | 1.9% |
| 98.63 | 1 | 1.9% |
| 90.21 | 1 | 1.9% |
| 39.63 | 1 | 1.9% |
| 152.38 | 1 | 1.9% |
| 104.83 | 1 | 1.9% |
| 108.84 | 1 | 1.9% |
| 88.42 | 1 | 1.9% |
| Other values (40) | 40 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 12.9 | 1 | |
| 39.63 | 1 | |
| 52.18 | 1 | |
| 60.38 | 1 | |
| 88.42 | 1 | |
| 90.21 | 1 | |
| 97 | 1 | |
| 98.63 | 1 | |
| 98.88 | 1 | |
| 104.83 | 1 |
| Value | Count | Frequency (%) |
| 396.8 | 1 | |
| 376.14 | 1 | |
| 330.68 | 1 | |
| 321.81 | 1 | |
| 311.66 | 1 | |
| 311.38 | 1 | |
| 292.21 | 1 | |
| 269.14 | 1 | |
| 264.15 | 1 | |
| 256.16 | 1 |
Gasoline/alcohol
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1434.6366 |
| Minimum | -3079 |
|---|---|
| Maximum | -15.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 50 |
| Negative (%) | 96.2% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -3079 |
|---|---|
| 5-th percentile | -2451.931 |
| Q1 | -2131.1075 |
| median | -1494.07 |
| Q3 | -847.5 |
| 95-th percentile | -150.596 |
| Maximum | -15.7 |
| Range | 3063.3 |
| Interquartile range (IQR) | 1283.6075 |
Descriptive statistics
| Standard deviation | 814.27479 |
|---|---|
| Coefficient of variation (CV) | -0.56758262 |
| Kurtosis | -1.1423213 |
| Mean | -1434.6366 |
| Median Absolute Deviation (MAD) | 644.325 |
| Skewness | 0.12640751 |
| Sum | -71731.83 |
| Variance | 663043.44 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -2290.74 | 1 | 1.9% |
| -2109.73 | 1 | 1.9% |
| -2576.7 | 1 | 1.9% |
| -2131.76 | 1 | 1.9% |
| -2084.96 | 1 | 1.9% |
| -2324.7 | 1 | 1.9% |
| -2145.11 | 1 | 1.9% |
| -2346.9 | 1 | 1.9% |
| -2122.31 | 1 | 1.9% |
| -2411.07 | 1 | 1.9% |
| Other values (40) | 40 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| -3079 | 1 | |
| -2576.7 | 1 | |
| -2454.01 | 1 | |
| -2449.39 | 1 | |
| -2411.07 | 1 | |
| -2346.9 | 1 | |
| -2337.59 | 1 | |
| -2324.7 | 1 | |
| -2290.74 | 1 | |
| -2244.81 | 1 |
| Value | Count | Frequency (%) |
| -15.7 | 1 | |
| -125.55 | 1 | |
| -143 | 1 | |
| -159.88 | 1 | |
| -162.34 | 1 | |
| -172.25 | 1 | |
| -218.12 | 1 | |
| -470.39 | 1 | |
| -704.46 | 1 | |
| -764.79 | 1 |
Kerosene/jet fuel
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 7 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 45 |
| Missing (%) | 86.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -65.134286 |
| Minimum | -162.83 |
|---|---|
| Maximum | -0.82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 7 |
| Negative (%) | 13.5% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -162.83 |
|---|---|
| 5-th percentile | -152.546 |
| Q1 | -106.7 |
| median | -29.4 |
| Q3 | -24.745 |
| 95-th percentile | -7.708 |
| Maximum | -0.82 |
| Range | 162.01 |
| Interquartile range (IQR) | 81.955 |
Descriptive statistics
| Standard deviation | 61.417197 |
|---|---|
| Coefficient of variation (CV) | -0.94293192 |
| Kurtosis | -1.0870419 |
| Mean | -65.134286 |
| Median Absolute Deviation (MAD) | 28.58 |
| Skewness | -0.7568859 |
| Sum | -455.94 |
| Variance | 3772.0721 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| -0.82 | 1 | 1.9% |
| -25.71 | 1 | 1.9% |
| -128.55 | 1 | 1.9% |
| -162.83 | 1 | 1.9% |
| -29.4 | 1 | 1.9% |
| -84.85 | 1 | 1.9% |
| -23.78 | 1 | 1.9% |
| (Missing) | 45 |
| Value | Count | Frequency (%) |
| -162.83 | 1 | |
| -128.55 | 1 | |
| -84.85 | 1 | |
| -29.4 | 1 | |
| -25.71 | 1 | |
| -23.78 | 1 | |
| -0.82 | 1 |
| Value | Count | Frequency (%) |
| -0.82 | 1 | |
| -23.78 | 1 | |
| -25.71 | 1 | |
| -29.4 | 1 | |
| -84.85 | 1 | |
| -128.55 | 1 | |
| -162.83 | 1 |
Diesel oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 40 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | 23.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1095.155 |
| Minimum | 0.86 |
|---|---|
| Maximum | 5723.21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 0.86 |
|---|---|
| 5-th percentile | 19.6085 |
| Q1 | 69.5525 |
| median | 101.12 |
| Q3 | 1998.255 |
| 95-th percentile | 4814.893 |
| Maximum | 5723.21 |
| Range | 5722.35 |
| Interquartile range (IQR) | 1928.7025 |
Descriptive statistics
| Standard deviation | 1572.6124 |
|---|---|
| Coefficient of variation (CV) | 1.4359725 |
| Kurtosis | 1.567358 |
| Mean | 1095.155 |
| Median Absolute Deviation (MAD) | 92.23 |
| Skewness | 1.5587231 |
| Sum | 43806.2 |
| Variance | 2473109.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 343.72 | 1 | 1.9% |
| 609.37 | 1 | 1.9% |
| 16.92 | 1 | 1.9% |
| 57.96 | 1 | 1.9% |
| 328.29 | 1 | 1.9% |
| 987.27 | 1 | 1.9% |
| 1359.36 | 1 | 1.9% |
| 1986 | 1 | 1.9% |
| 2110.04 | 1 | 1.9% |
| 2035.02 | 1 | 1.9% |
| Other values (30) | 30 | |
| (Missing) | 12 | 23.1% |
| Value | Count | Frequency (%) |
| 0.86 | 1 | |
| 16.92 | 1 | |
| 19.75 | 1 | |
| 33.87 | 1 | |
| 35.35 | 1 | |
| 46.67 | 1 | |
| 46.72 | 1 | |
| 50.92 | 1 | |
| 57.96 | 1 | |
| 62.78 | 1 |
| Value | Count | Frequency (%) |
| 5723.21 | 1 | |
| 4877.27 | 1 | |
| 4811.61 | 1 | |
| 4015.97 | 1 | |
| 3079.05 | 1 | |
| 2688.03 | 1 | |
| 2636.84 | 1 | |
| 2189.65 | 1 | |
| 2110.04 | 1 | |
| 2035.02 | 1 |
Fuel oil
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 11 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 41 |
| Missing (%) | 78.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.9545455 |
| Minimum | -563.87 |
|---|---|
| Maximum | 436.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | 9.6% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -563.87 |
|---|---|
| 5-th percentile | -363.41 |
| Q1 | -24.725 |
| median | 1.88 |
| Q3 | 53.13 |
| 95-th percentile | 312.635 |
| Maximum | 436.91 |
| Range | 1000.78 |
| Interquartile range (IQR) | 77.855 |
Descriptive statistics
| Standard deviation | 241.32944 |
|---|---|
| Coefficient of variation (CV) | -48.708694 |
| Kurtosis | 3.284215 |
| Mean | -4.9545455 |
| Median Absolute Deviation (MAD) | 34.53 |
| Skewness | -0.72951623 |
| Sum | -54.5 |
| Variance | 58239.897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1.88 | 1 | 1.9% |
| 5.64 | 1 | 1.9% |
| 4.7 | 1 | 1.9% |
| 100.62 | 1 | 1.9% |
| 188.36 | 1 | 1.9% |
| 436.91 | 1 | 1.9% |
| -16.34 | 1 | 1.9% |
| -563.87 | 1 | 1.9% |
| -32.65 | 1 | 1.9% |
| -16.8 | 1 | 1.9% |
| (Missing) | 41 |
| Value | Count | Frequency (%) |
| -563.87 | 1 | |
| -162.95 | 1 | |
| -32.65 | 1 | |
| -16.8 | 1 | |
| -16.34 | 1 | |
| 1.88 | 1 | |
| 4.7 | 1 | |
| 5.64 | 1 | |
| 100.62 | 1 | |
| 188.36 | 1 |
| Value | Count | Frequency (%) |
| 436.91 | 1 | |
| 188.36 | 1 | |
| 100.62 | 1 | |
| 5.64 | 1 | |
| 4.7 | 1 | |
| 1.88 | 1 | |
| -16.34 | 1 | |
| -16.8 | 1 | |
| -32.65 | 1 | |
| -162.95 | 1 |
Coke
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Charcoal
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Gases
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Other secondary
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 43 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 9 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1353.8312 |
| Minimum | 219.08 |
|---|---|
| Maximum | 2335.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 219.08 |
|---|---|
| 5-th percentile | 522.827 |
| Q1 | 626.575 |
| median | 1489 |
| Q3 | 1903.195 |
| 95-th percentile | 2145.75 |
| Maximum | 2335.65 |
| Range | 2116.57 |
| Interquartile range (IQR) | 1276.62 |
Descriptive statistics
| Standard deviation | 653.67317 |
|---|---|
| Coefficient of variation (CV) | 0.48283212 |
| Kurtosis | -1.5786616 |
| Mean | 1353.8312 |
| Median Absolute Deviation (MAD) | 559.44 |
| Skewness | -0.18155421 |
| Sum | 58214.74 |
| Variance | 427288.61 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 219.08 | 1 | 1.9% |
| 1786.58 | 1 | 1.9% |
| 1834.63 | 1 | 1.9% |
| 1796.97 | 1 | 1.9% |
| 1994.57 | 1 | 1.9% |
| 2020.39 | 1 | 1.9% |
| 2319.58 | 1 | 1.9% |
| 1914.43 | 1 | 1.9% |
| 2048.44 | 1 | 1.9% |
| 2038.13 | 1 | 1.9% |
| Other values (33) | 33 | |
| (Missing) | 9 | 17.3% |
| Value | Count | Frequency (%) |
| 219.08 | 1 | |
| 423.27 | 1 | |
| 521.53 | 1 | |
| 534.5 | 1 | |
| 577.57 | 1 | |
| 585.53 | 1 | |
| 604.23 | 1 | |
| 609.56 | 1 | |
| 615.43 | 1 | |
| 621.46 | 1 |
| Value | Count | Frequency (%) |
| 2335.65 | 1 | |
| 2319.58 | 1 | |
| 2147.4 | 1 | |
| 2130.9 | 1 | |
| 2086.15 | 1 | |
| 2048.44 | 1 | |
| 2041.76 | 1 | |
| 2038.13 | 1 | |
| 2020.39 | 1 | |
| 1994.57 | 1 |
Non-energy
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 29 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 23 |
| Missing (%) | 44.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -94.542414 |
| Minimum | -289.17 |
|---|---|
| Maximum | 234.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 21 |
| Negative (%) | 40.4% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -289.17 |
|---|---|
| 5-th percentile | -254.16 |
| Q1 | -230.48 |
| median | -138.14 |
| Q3 | 2.42 |
| 95-th percentile | 166.414 |
| Maximum | 234.52 |
| Range | 523.69 |
| Interquartile range (IQR) | 232.9 |
Descriptive statistics
| Standard deviation | 143.01393 |
|---|---|
| Coefficient of variation (CV) | -1.512696 |
| Kurtosis | -0.40036037 |
| Mean | -94.542414 |
| Median Absolute Deviation (MAD) | 99.24 |
| Skewness | 0.66316401 |
| Sum | -2741.73 |
| Variance | 20452.985 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| -230.48 | 1 | 1.9% |
| -194.95 | 1 | 1.9% |
| -237.9 | 1 | 1.9% |
| -289.17 | 1 | 1.9% |
| -154.36 | 1 | 1.9% |
| 97.09 | 1 | 1.9% |
| 125.5 | 1 | 1.9% |
| -231.81 | 1 | 1.9% |
| -11.31 | 1 | 1.9% |
| -165.65 | 1 | 1.9% |
| Other values (19) | 19 | |
| (Missing) | 23 |
| Value | Count | Frequency (%) |
| -289.17 | 1 | |
| -265 | 1 | |
| -237.9 | 1 | |
| -237.38 | 1 | |
| -236.16 | 1 | |
| -233.26 | 1 | |
| -231.81 | 1 | |
| -230.48 | 1 | |
| -202.2 | 1 | |
| -194.95 | 1 |
| Value | Count | Frequency (%) |
| 234.52 | 1 | |
| 193.69 | 1 | |
| 125.5 | 1 | |
| 97.09 | 1 | |
| 8.01 | 1 | |
| 7.11 | 1 | |
| 5.33 | 1 | |
| 2.42 | 1 | |
| -0.89 | 1 | |
| -4.41 | 1 |
Total Secundaries
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2243.3438 |
| Minimum | 12.9 |
|---|---|
| Maximum | 7431.85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 12.9 |
|---|---|
| 5-th percentile | 127.8655 |
| Q1 | 940.5 |
| median | 1491.63 |
| Q3 | 3492.895 |
| 95-th percentile | 6044.1895 |
| Maximum | 7431.85 |
| Range | 7418.95 |
| Interquartile range (IQR) | 2552.395 |
Descriptive statistics
| Standard deviation | 1944.5707 |
|---|---|
| Coefficient of variation (CV) | 0.86681796 |
| Kurtosis | 0.24357849 |
| Mean | 2243.3438 |
| Median Absolute Deviation (MAD) | 937.135 |
| Skewness | 1.0313023 |
| Sum | 112167.19 |
| Variance | 3781355.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3657 | 1 | 1.9% |
| 2102.93 | 1 | 1.9% |
| 2676.5 | 1 | 1.9% |
| 2253.03 | 1 | 1.9% |
| 2349.52 | 1 | 1.9% |
| 2920.53 | 1 | 1.9% |
| 2159.96 | 1 | 1.9% |
| 2333.92 | 1 | 1.9% |
| 2187.19 | 1 | 1.9% |
| 2736.29 | 1 | 1.9% |
| Other values (40) | 40 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 12.9 | 1 | |
| 105.66 | 1 | |
| 120.4 | 1 | |
| 136.99 | 1 | |
| 157.54 | 1 | |
| 167.81 | 1 | |
| 209.26 | 1 | |
| 475.25 | 1 | |
| 734.94 | 1 | |
| 823.04 | 1 |
| Value | Count | Frequency (%) |
| 7431.85 | 1 | |
| 7011.19 | 1 | |
| 6463.27 | 1 | |
| 5531.98 | 1 | |
| 5424.18 | 1 | |
| 4799.07 | 1 | |
| 4731.58 | 1 | |
| 4427.44 | 1 | |
| 4266.69 | 1 | |
| 4138.26 | 1 |
Total
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 50 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -240.1948 |
| Minimum | -2288.56 |
|---|---|
| Maximum | 91.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 44 |
| Negative (%) | 84.6% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -2288.56 |
|---|---|
| 5-th percentile | -1774.711 |
| Q1 | -95.1075 |
| median | -26.775 |
| Q3 | -8.6875 |
| 95-th percentile | 28.222 |
| Maximum | 91.78 |
| Range | 2380.34 |
| Interquartile range (IQR) | 86.42 |
Descriptive statistics
| Standard deviation | 569.14267 |
|---|---|
| Coefficient of variation (CV) | -2.3695046 |
| Kurtosis | 6.3063715 |
| Mean | -240.1948 |
| Median Absolute Deviation (MAD) | 22.42 |
| Skewness | -2.7032524 |
| Sum | -12009.74 |
| Variance | 323923.38 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.7 | 1 | 1.9% |
| -32.21 | 1 | 1.9% |
| -28.1 | 1 | 1.9% |
| -37.37 | 1 | 1.9% |
| -18.92 | 1 | 1.9% |
| -8.98 | 1 | 1.9% |
| -8.93 | 1 | 1.9% |
| -12.98 | 1 | 1.9% |
| 5.98 | 1 | 1.9% |
| -4.47 | 1 | 1.9% |
| Other values (40) | 40 | |
| (Missing) | 2 | 3.8% |
| Value | Count | Frequency (%) |
| -2288.56 | 1 | |
| -2158.27 | 1 | |
| -1868.5 | 1 | |
| -1660.08 | 1 | |
| -1099.06 | 1 | |
| -991.3 | 1 | |
| -468.81 | 1 | |
| -236.2 | 1 | |
| -200 | 1 | |
| -158.22 | 1 |
| Value | Count | Frequency (%) |
| 91.78 | 1 | |
| 59.44 | 1 | |
| 46.42 | 1 | |
| 5.98 | 1 | |
| 4.04 | 1 | |
| 2.7 | 1 | |
| -2.34 | 1 | |
| -2.37 | 1 | |
| -2.8 | 1 | |
| -4.44 | 1 |
| Year | Oil | Natural gas | Other Primary_x000d_ | Total Primaries | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Other secondary | Non-energy | Total Secundaries | Total | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | -0.664 | -0.135 | -0.875 | -0.891 | -0.420 | -0.860 | -0.179 | 0.832 | -0.627 | 0.801 | -0.050 | 0.971 | -0.452 |
| Oil | -0.664 | 1.000 | 0.200 | 0.333 | 0.874 | -0.021 | -0.538 | 1.000 | -0.755 | 0.786 | 0.175 | 0.357 | -0.727 | 0.455 |
| Natural gas | -0.135 | 0.200 | 1.000 | 0.054 | 0.435 | 0.162 | -0.004 | 1.000 | -0.527 | 0.400 | 0.005 | 0.405 | -0.142 | 0.133 |
| Other Primary_x000d_\n | -0.875 | 0.333 | 0.054 | 1.000 | 0.853 | 0.359 | 0.609 | -1.000 | -0.757 | 0.600 | -0.628 | 0.358 | -0.868 | 0.762 |
| Total Primaries | -0.891 | 0.874 | 0.435 | 0.853 | 1.000 | 0.317 | 0.429 | -0.600 | -0.856 | 0.881 | -0.495 | 0.423 | -0.897 | 0.666 |
| LPG | -0.420 | -0.021 | 0.162 | 0.359 | 0.317 | 1.000 | 0.365 | 0.714 | -0.507 | -0.455 | -0.688 | 0.024 | -0.377 | -0.003 |
| Gasoline/alcohol | -0.860 | -0.538 | -0.004 | 0.609 | 0.429 | 0.365 | 1.000 | 0.571 | -0.589 | 0.082 | -0.935 | -0.194 | -0.878 | 0.345 |
| Kerosene/jet fuel | -0.179 | 1.000 | 1.000 | -1.000 | -0.600 | 0.714 | 0.571 | 1.000 | -0.771 | 0.500 | -0.286 | 1.000 | -0.714 | 0.750 |
| Diesel oil | 0.832 | -0.755 | -0.527 | -0.757 | -0.856 | -0.507 | -0.589 | -0.771 | 1.000 | -0.733 | 0.580 | -0.318 | 0.834 | -0.506 |
| Fuel oil | -0.627 | 0.786 | 0.400 | 0.600 | 0.881 | -0.455 | 0.082 | 0.500 | -0.733 | 1.000 | 0.190 | 0.357 | -0.573 | 0.664 |
| Other secondary | 0.801 | 0.175 | 0.005 | -0.628 | -0.495 | -0.688 | -0.935 | -0.286 | 0.580 | 0.190 | 1.000 | 0.158 | 0.827 | -0.138 |
| Non-energy | -0.050 | 0.357 | 0.405 | 0.358 | 0.423 | 0.024 | -0.194 | 1.000 | -0.318 | 0.357 | 0.158 | 1.000 | -0.106 | 0.330 |
| Total Secundaries | 0.971 | -0.727 | -0.142 | -0.868 | -0.897 | -0.377 | -0.878 | -0.714 | 0.834 | -0.573 | 0.827 | -0.106 | 1.000 | -0.543 |
| Total | -0.452 | 0.455 | 0.133 | 0.762 | 0.666 | -0.003 | 0.345 | 0.750 | -0.506 | 0.664 | -0.138 | 0.330 | -0.543 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 731 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1970 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 1971 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 1972 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12.90 | -15.70 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 12.90 | -2.80 |
| 4 | 1973 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 105.66 | -125.55 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 105.66 | -19.89 |
| 5 | 1974 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 120.40 | -143.00 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 120.40 | -22.60 |
| 6 | 1975 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 136.99 | -162.34 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 136.99 | -25.35 |
| 7 | 1976 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 154.80 | -159.88 | NaN | 0.86 | 1.88 | NaN | NaN | NaN | NaN | NaN | 157.54 | -2.34 |
| 8 | 1977 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 162.18 | -172.25 | NaN | NaN | 5.64 | NaN | NaN | NaN | NaN | NaN | 167.81 | -4.44 |
| 9 | 1978 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 204.56 | -218.12 | NaN | NaN | 4.70 | NaN | NaN | NaN | NaN | NaN | 209.26 | -8.86 |
| 10 | 1979 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 256.16 | -470.39 | -0.82 | NaN | NaN | NaN | NaN | NaN | 219.08 | NaN | 475.25 | 4.04 |
| 731 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | 2012 | -397.14 | NaN | NaN | NaN | NaN | NaN | NaN | -2337.24 | -2734.37 | NaN | 189.92 | -2449.39 | NaN | 2035.02 | -16.34 | NaN | NaN | NaN | 2041.76 | -165.65 | 4266.69 | -1099.06 |
| 44 | 2013 | -39.92 | NaN | NaN | NaN | NaN | NaN | NaN | -2448.58 | -2488.50 | NaN | 185.31 | -3079.00 | NaN | 1945.94 | NaN | NaN | NaN | NaN | 1787.48 | -11.31 | 3918.73 | -1660.08 |
| 45 | 2014 | -418.35 | NaN | NaN | NaN | NaN | NaN | NaN | -2688.52 | -3106.87 | NaN | 163.72 | -2104.21 | NaN | 2189.65 | -563.87 | NaN | NaN | NaN | 1784.89 | -231.81 | 4138.26 | -1868.50 |
| 46 | 2015 | -1897.57 | NaN | NaN | NaN | NaN | NaN | NaN | -3128.85 | -5026.42 | NaN | 164.66 | -1930.91 | NaN | 2688.03 | NaN | NaN | NaN | NaN | 1820.88 | 125.50 | 4799.07 | -2158.27 |
| 47 | 2016 | -325.95 | -2528.99 | NaN | NaN | NaN | NaN | NaN | -133.94 | -2988.88 | NaN | 105.69 | -2178.85 | NaN | 2636.84 | -32.65 | NaN | NaN | NaN | 1891.96 | 97.09 | 4731.58 | -468.81 |
| 48 | 2017 | -332.98 | -2450.07 | NaN | NaN | NaN | NaN | NaN | -167.46 | -2950.51 | NaN | 117.28 | -2454.01 | NaN | 3079.05 | -16.80 | NaN | NaN | NaN | 2335.65 | -154.36 | 5531.98 | -43.70 |
| 49 | 2018 | -1288.21 | -1720.88 | NaN | NaN | NaN | NaN | NaN | -193.11 | -3202.21 | NaN | 107.88 | -1823.15 | NaN | 4015.97 | -162.95 | NaN | NaN | NaN | 1300.33 | -289.17 | 5424.18 | -53.29 |
| 50 | 2019 | -1703.83 | -2679.12 | NaN | NaN | NaN | NaN | NaN | -156.50 | -4539.46 | NaN | 52.18 | -2337.59 | NaN | 4811.61 | NaN | NaN | NaN | NaN | 2147.40 | -237.90 | 7011.19 | -103.76 |
| 51 | 2020 | -1639.55 | NaN | NaN | NaN | NaN | NaN | NaN | -5318.81 | -6958.37 | NaN | 97.00 | -1598.52 | NaN | 4877.27 | NaN | NaN | NaN | NaN | 1489.00 | -194.95 | 6463.27 | -2288.56 |
| 52 | 2021 | -734.46 | NaN | NaN | NaN | NaN | NaN | NaN | -5589.70 | -6324.16 | NaN | 127.75 | -1865.73 | NaN | 5723.21 | NaN | NaN | NaN | NaN | 1580.88 | -233.26 | 7431.85 | -991.30 |